Database Query & Schema Review — AI Data Quality
Worked as a database expert, annotating AI-generated content focused on SQL query correctness, schema design, and ETL logic. Provided authoritative assessments on query performance, normalisation, referential integrity, and scalability for training data powering AI developer tools. Flagged and explained ambiguous or misleading outputs and corrected technical documentation when needed. • Evaluated over 150 AI-generated SQL queries for performance, accuracy, and indexing. • Assessed schema designs for scalability and data integrity in enterprise workloads. • Provided detailed rationales based on real-world production experience. • Reviewed and corrected AI-generated database documentation and architectural decisions.